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Marco Spruit
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Publications
- 2023
- [j55]Max van Haastrecht, Matthieu J. S. Brinkhuis, Saskia Wools, Marco Spruit:
VAST: a practical validation framework for e-assessment solutions. Inf. Syst. E Bus. Manag. 21(3): 603-627 (2023) - [j54]Armel Lefebvre, Marco Spruit:
Laboratory Forensics for Open Science Readiness: an Investigative Approach to Research Data Management. Inf. Syst. Frontiers 25(1): 381-399 (2023) - [j53]Rebecca Ferguson, Hassan Khosravi, Vitomir Kovanovic, Olga Viberg, Ashish Aggarwal, Matthieu J. S. Brinkhuis, Simon Buckingham Shum, Lujie Karen Chen, Hendrik Drachsler, Valerie A. Guerrero, Michael Hanses, Caitlin Hayward, Ben Hicks, Ioana Jivet, Kirsty Kitto, René F. Kizilcec, Jason M. Lodge, Catherine A. Manly, Rebecca L. Matz, Michael Meaney, Xavier Ochoa, Brendan A. Schuetze, Marco Spruit, Max van Haastrecht, Anouschka van Leeuwen, Lars Van Rijn, Yi-Shan Tsai, Joshua Weidlich, Kimberly Williamson, Veronica X. Yan:
Aligning the Goals of Learning Analytics with its Research Scholarship: An Open Peer Commentary Approach. J. Learn. Anal. 10(2): 14-50 (2023) - [c59]Emil Rijcken, Kalliopi Zervanou, Marco Spruit, Floortje Scheepers, Uzay Kaymak:
Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling. FUZZ 2023: 1-6 - [c58]Max van Haastrecht, Matthieu J. S. Brinkhuis, Jessica Peichl, Bernd Remmele, Marco Spruit:
Embracing Trustworthiness and Authenticity in the Validation of Learning Analytics Systems. LAK 2023: 552-558 - 2022
- [j52]Thomas Borger, Pablo Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje Scheepers, Marco Spruit:
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting. Expert Syst. Appl. 199: 116720 (2022) - [j51]Emil Rijcken, Uzay Kaymak, Floortje Scheepers, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit:
Topic Modeling for Interpretable Text Classification From EHRs. Frontiers Big Data 5: 846930 (2022) - [j50]Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit:
Bias Discovery in Machine Learning Models for Mental Health. Inf. 13(5): 237 (2022) - [j49]Chaïm van Toledo, Marijn Schraagen, Friso van Dijk, Matthieu J. S. Brinkhuis, Marco Spruit:
Exploring the Utility of Dutch Question Answering Datasets for Human Resource Contact Centres. Inf. 13(11): 513 (2022) - [c57]Emil Rijcken, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit, Floortje Scheepers, Uzay Kaymak:
FuzzyTM: a Software Package for Fuzzy Topic Modeling. FUZZ-IEEE 2022: 1-8 - [c56]Injy Sarhan, Pablo Mosteiro, Marco Spruit:
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation. SemEval@NAACL 2022: 271-281 - [c55]Emil Rijcken, Kalliopi Zervanou, Marco Spruit, Pablo Mosteiro, Floortje Scheepers, Uzay Kaymak:
Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records. SMC 2022: 2669-2674 - [i7]Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit:
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes. CoRR abs/2204.13535 (2022) - [i6]Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit:
Making sense of violence risk predictions using clinical notes. CoRR abs/2204.13976 (2022) - [i5]Thomas Borger, Pablo Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje Scheepers, Marco Spruit:
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting. CoRR abs/2205.10234 (2022) - [i4]Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit:
Bias Discovery in Machine Learning Models for Mental Health. CoRR abs/2205.12093 (2022) - [i3]Injy Sarhan, Pablo Mosteiro, Marco Spruit:
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation. CoRR abs/2210.03378 (2022) - 2021
- [j47]Marco Spruit, Marcin Kais, Vincent Jorn Menger:
Automated Business Goal Extraction from E-mail Repositories to Bootstrap Business Understanding. Future Internet 13(10): 243 (2021) - [j46]Max van Haastrecht, Injy Sarhan, Bilge Yigit Ozkan, Matthieu J. S. Brinkhuis, Marco Spruit:
SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing. Frontiers Res. Metrics Anal. 6: 685591 (2021) - [j45]Bilge Yigit Ozkan, Sonny van Lingen, Marco Spruit:
The Cybersecurity Focus Area Maturity (CYSFAM) Model. J. Cybersecur. Priv. 1(1): 119-139 (2021) - [j44]Tim Smit, Max van Haastrecht, Marco Spruit:
The Effect of Countermeasure Readability on Security Intentions. J. Cybersecur. Priv. 1(4): 675-704 (2021) - [j43]Injy Sarhan, Marco Spruit:
Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph. Knowl. Based Syst. 233: 107524 (2021) - [c54]Max van Haastrecht, Injy Sarhan, Alireza Shojaifar, Louis Baumgartner, Wissam Mallouli, Marco Spruit:
A Threat-Based Cybersecurity Risk Assessment Approach Addressing SME Needs. ARES 2021: 158:1-158:12 - [c53]Friso W. van Dijk, Marco Spruit, Chaïm van Toledo, Matthieu J. S. Brinkhuis:
Pillars of Privacy: Identifying Core Theory in a Network Analysis of Privacy Literature. ECIS 2021 - [c52]Emil Rijcken, Floortje Scheepers, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit, Uzay Kaymak:
A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability. SSCI 2021: 1-8 - [i2]Chaïm van Toledo, Friso van Dijk, Marco Spruit:
Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain. CoRR abs/2106.02287 (2021) - 2020
- [j41]Armel Lefebvre, Baharak Bakhtiari, Marco Spruit:
Exploring research data management planning challenges in practice. it Inf. Technol. 62(1): 29-37 (2020) - [c50]Bilge Yigit Ozkan, Marco Spruit:
Addressing SME Characteristics for Designing Information Security Maturity Models. HAISA 2020: 161-174 - [c49]Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit:
Making Sense of Violence Risk Predictions Using Clinical Notes. HIS 2020: 3-14 - [i1]Bilge Yigit Ozkan, Marco Spruit:
Assessing and Improving Cybersecurity Maturity for SMEs: Standardization aspects. CoRR abs/2007.01751 (2020) - 2019
- [j39]Richard Ooms, Marco R. Spruit, Sietse Overbeek:
3PM Revisited: Dissecting the Three Phases Method for Outsourcing Knowledge Discovery. Int. J. Bus. Intell. Res. 10(1): 80-93 (2019) - [c47]Vincent Jorn Menger, Marco Spruit, Wouter van der Klift, Floor Scheepers:
Using Cluster Ensembles to Identify Psychiatric Patient Subgroups. AIME 2019: 252-262 - [c45]Vincent Jorn Menger, Marco Spruit, Jonathan de Bruin, Thomas Kelder, Floor Scheepers:
Supporting Reuse of EHR Data in Healthcare Organizations: The CARED Research Infrastructure Framework. HEALTHINF 2019: 41-50 - [c44]Zhengru Shen, Marco Spruit:
LOCATE: A Web Application to Link Open-source Clinical Software with Literature. HEALTHINF 2019: 294-301 - [c43]Armel Lefebvre, Marco Spruit:
Designing Laboratory Forensics. I3E 2019: 238-251 - [c42]Armel Lefebvre, Marco Spruit:
A Socio-Technical Perspective on reproducibility in Research Data Management. MCIS 2019: 10 - [c40]Injy Sarhan, Marco R. Spruit:
Contextualized Word Embeddings in a Neural Open Information Extraction Model. NLDB 2019: 359-367 - [c38]Zhengru Shen, Xi Wang, Marco Spruit:
Big Data Framework for Scalable and Efficient Biomedical Literature Mining in the Cloud. NLPIR 2019: 80-86 - 2018
- [j36]Shaheen Syed, Marco Spruit:
Exploring Symmetrical and Asymmetrical Dirichlet Priors for Latent Dirichlet Allocation. Int. J. Semantic Comput. 12(3): 399-423 (2018) - [j34]Vincent Jorn Menger, Floor Scheepers, Lisette Maria van Wijk, Marco Spruit:
DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text. Telematics Informatics 35(4): 727-736 (2018) - [c35]Jessica van der Zweth, Marjan Askari, Marco R. Spruit, Christof van Nimwegen:
Devices Used for Non-Invasive Tele Homecare for Cardiovascular Patients - A Systematic Literature Review. HEALTHINF 2018: 300-307 - [c34]Ellen Luchies, Marco Spruit, Marjan Askari:
Speech Technology in Dutch Health Care: A Qualitative Study. HEALTHINF 2018: 339-348 - [c33]Armel Lefebvre, Elizabeth Schermerhorn, Marco Spruit:
How Research Data Management can Contribute to Efficient and Reliable Science. ECIS 2018: 35 - [c31]Bilge Yigit Ozkan, Marco Spruit:
A Questionnaire Model for Cybersecurity Maturity Assessment of Critical Infrastructures. IOSec@RAID 2018: 49-60 - [c30]Shaheen Syed, Marco Spruit:
Selecting Priors for Latent Dirichlet Allocation. ICSC 2018: 194-202 - 2017
- [j33]Michiel Meulendijk, Marco R. Spruit, Armel Lefebvre, Sjaak Brinkkemper:
To what extent can prescriptions be meaningfully exchanged between primary care terminologies? A case study of four western European classification systems. IET Softw. 11(5): 256-264 (2017) - [c29]Michiel C. Meulendijk, Marco R. Spruit, Sjaak Brinkkemper:
Risk Mediation in Association Rules - The Case of Decision Support in Medication Review. AIME 2017: 327-331 - [c28]Ivor Van Der Schalk, Marco R. Spruit:
Sign-Lingo - Feasibility of a Serious Game for Involving Parents in the Language Development of Their Deaf or Hearing Impaired Child. HEALTHINF 2017: 191-198 - [c27]Shaheen Syed, Marco R. Spruit:
Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation. DSAA 2017: 165-174 - 2016
- [j31]Paul Eskes, Marco R. Spruit, Sjaak Brinkkemper, Jacob Vorstman, Martien J. Kas:
The sociability score: App-based social profiling from a healthcare perspective. Comput. Hum. Behav. 59: 39-48 (2016) - [j30]Vincent Jorn Menger, Marco René Spruit, Karin Hagoort, Floor Scheepers:
Transitioning to a Data Driven Mental Health Practice: Collaborative Expert Sessions for Knowledge and Hypothesis Finding. Comput. Math. Methods Medicine 2016: 9089321:1-9089321:11 (2016) - [j29]Thijs Baars, Frederik Mijnhardt, Kevin Vlaanderen, Marco René Spruit:
An analytics approach to adaptive maturity models using organizational characteristics. Decis. Anal. 3: 5 (2016) - [j27]Frederik Mijnhardt, Thijs Baars, Marco Spruit:
Organizational Characteristics Influencing SME Information Security Maturity. J. Comput. Inf. Syst. 56(2): 106-115 (2016) - [j26]Michiel C. Meulendijk, Marco R. Spruit, Floor Willeboordse, Mattijs E. Numans, Sjaak Brinkkemper, Wilma Knol, Paul A. F. Jansen, Marjan Askari:
Efficiency of Clinical Decision Support Systems Improves with Experience. J. Medical Syst. 40(4): 76:1-76:7 (2016) - [c25]Jan van Dijk, Mortaza S. Bargh, Sunil Choenni, Marco Spruit:
Maturing Pay-as-you-go Data Quality Management: Towards Decision Support for Paying the Larger Bills. DATA (Revised Selected Papers) 2016: 102-124 - [c24]Zhengru Shen, Michiel Meulendijk, Marco R. Spruit:
A Federated Information Architecture for Multinational Clinical Trials: Stripa Revisited. ECIS 2016 - [c23]Shaheen Syed, Marco R. Spruit, Melania Borit:
Bootstrapping a Semantic Lexicon on Verb Similarities. KDIR 2016: 189-196 - [c22]Chaïm van Toledo, Marco R. Spruit:
Adopting Privacy Regulations in a Data Warehouse - A Case of the Anonimity versus Utility Dilemma. KDIR 2016: 234-239 - 2015
- [j24]Sjors Otten, Marco R. Spruit, Remko Helms:
Towards decision analytics in product portfolio management. Decis. Anal. 2: 4 (2015) - [j23]Stella Pachidi, Marco R. Spruit:
The Performance Mining Method: Extracting Performance Knowledge from Software Operation Data. Int. J. Bus. Intell. Res. 6(1): 11-29 (2015) - [j22]Michalis Christoulakis, Marco R. Spruit, Jan van Dijk:
Data quality management in the public domain: a case study within the Dutch justice system. Int. J. Inf. Qual. 4(1): 1-17 (2015) - [c20]Michiel C. Meulendijk, Marco R. Spruit, Paul A. F. Jansen, Mattijs E. Numans, Sjaak Brinkkemper:
STRIPA: A Rule-Based Decision Support System for Medication Reviews in Primary Care. ECIS 2015 - [c18]Armel Lefebvre, Marco R. Spruit, Wienand A. Omta:
Towards Reusability of Computational Experiments. KDIR 2015: 456-462 - 2014
- [j18]Stella Pachidi, Marco R. Spruit, Inge van de Weerd:
Understanding users' behavior with software operation data mining. Comput. Hum. Behav. 30: 583-594 (2014) - [j17]Marco R. Spruit, Robert Vroon, Ronald Batenburg:
Towards healthcare business intelligence in long-term care: An explorative case study in the Netherlands. Comput. Hum. Behav. 30: 698-707 (2014) - [j15]Georgia Fotaki, Marco R. Spruit, Sjaak Brinkkemper, Dion Meijer:
Exploring Big Data Opportunities for Online Customer Segmentation. Int. J. Bus. Intell. Res. 5(3): 58-75 (2014) - [j13]Remco Snijders, Marco R. Spruit:
Towards Improved Music Recommendation: Using Blogs and Micro-Blogs. Int. J. Multim. Data Eng. Manag. 5(1): 34-51 (2014) - [c17]Michiel Meulendijk, Edwin Meulendijks, Paul Jansen, Mattijs E. Numans, Marco R. Spruit:
What Concerns Users of Medical Apps? Exploring Non-Functional Requirements of Medical Mobile Applications. ECIS 2014 - 2013
- [j12]Michiel Meulendijk, Marco R. Spruit, Clara Drenth-van Maanen, Mattijs E. Numans, Sjaak Brinkkemper, Paul Jansen:
General practitioners' attitudes towards decision-supported prescribing: An analysis of the Dutch primary care sector. Health Informatics J. 19(4): 247-263 (2013) - [j11]Wienand A. Omta, David A. Egan, Judith Klumperman, Marco R. Spruit, Sjaak Brinkkemper:
HTS-IA: High Throughput Screening Information Architecture for Genomics. Int. J. Heal. Inf. Syst. Informatics 8(4): 17-31 (2013) - [c13]Jan van Dijk, Sunil Choenni, Erik Leertouwer, Marco R. Spruit, Sjaak Brinkkemper:
A Data Space System for the Criminal Justice Chain. OTM Conferences 2013: 755-763 - 2012
- [j7]Thijs Baars, Marco R. Spruit:
Designing a Secure Cloud Architecture: The SeCA Model. Int. J. Inf. Secur. Priv. 6(1): 14-32 (2012) - [j4]Thijs Baars, Marco R. Spruit:
Analysing the Security Risks of Cloud Adoption Using the SeCA Model: A Case Study. J. Univers. Comput. Sci. 18(12): 1662-1678 (2012) - [c12]Remko Helms, Eric Booij, Marco R. Spruit:
Reaching out: involving Users in Innovation Tasks through Social Media. ECIS 2012: 193 - 2011
- [j3]Senoaji Wijaya, Marco R. Spruit, Wim J. Scheper, Johan Versendaal:
Web 2.0-based webstrategies for three different types of organizations. Comput. Hum. Behav. 27(4): 1399-1407 (2011) - [c9]S. F. J. Otten, Marco R. Spruit:
Linguistic Engineering and its Applicability to Business Intelligence - Towards an Integrated Framework. KDIR 2011: 460-464 - 2010
- [c7]Willem Bekkers, Marco R. Spruit, Inge van de Weerd, Rob van Vliet, Alain Mahieu:
A Situational Assessment Method for Software Product Management. ECIS 2010: 22 - [c6]Willem Bekkers, Inge van de Weerd, Marco R. Spruit, Sjaak Brinkkemper:
A Framework for Process Improvement in Software Product Management. EuroSPI 2010: 1-12 - [c3]Willem Bekkers, Marco R. Spruit:
The Situational Assessment Method put to the test: Improvements based on case studies. IWSPM 2010: 7-16 - 2008
- [c2]Theodoros Levantakis, Remko Helms, Marco R. Spruit:
Developing a Reference Method for Knowledge Auditing. PAKM 2008: 147-159 - [c1]Senoaji Wijaya, Marco R. Spruit, Wim J. Scheper:
Webstrategy Formulation: Benefiting from Web 2.0 Concepts to Deliver Business Values. WSKS (1) 2008: 373-384
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